MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29496
Scored
2111
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2301
vrllrv
junto-mcp Claim
Create Pix charges (Woovi/OpenPix) · List payments & check status · Refund tran…
B 78 54 84 61 50 95 93
2302
crunchtools
MCP Gitlab Claim
Secure MCP server for GitLab projects, merge requests, issues, and pipelines
B 78 55 66 82 N/A 51 95 94
2303
areweai
tsgram-mcp Claim 1
TSgram: Telegram + Claude with local workspace access on your phone in typescri…
B 78 54 90 66 N/A 50 84 90
2304
yujiseok
Korean public official asset disclosure data (공직자 재산공개) - search and retrieve a…
B 78 44 60 N/A N/A 67 95 93
2305
satendra-mani-tiwari
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
B 78 55 100 70 37 81 90
2306
estruyf
Enables AI assistants to interact with Demo Time and helps build presentations …
B 78 54 72 65 N/A 74 90 92
2307
timergy-app
Timergy Claim
Create scheduling polls, vote, and finalize times from AI agents.
B 78 54 75 80 N/A 34 95 96
2308
cablate
Enables comprehensive calendar management with capabilities to create, list, up…
B 78 55 92 63 51 80 98
2309
UtpalJayNadiger
tf-dialect Claim 1
Exposes your organization's Terraform style guide to AI coding agents, enabling…
B 78 54 94 55 N/A 40 92 99
2310
macroforge-ts
Enables AI assistants to access Macroforge documentation, validate TypeScript c…
B 78 54 84 58 N/A 58 92 95
2311
ARadRareness
mcp-registry Claim 1
A central registry and HTTP interface for coordinating Model Context Protocol (…
B 78 54 90 61 N/A 40 87 100
2312
iFurySt
RedNote MCP Claim
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
B 78 54 70 71 N/A 69 95 86
2313
permission-protocol
mcp-guard Claim
MCP middleware that blocks dangerous AI agent actions using a simple YAML config
B 78 44 78 N/A N/A 37 95 93
2314
hqn21
An MCP server that enables MCP clients like Claude Desktop to interact with dat…
B 78 55 72 70 N/A 72 81 97
2315
google-marketing-solutions
Enables Large Language Models to interact with Google Ads API for querying camp…
B 78 54 72 58 75 95 95
2316
jinzcdev
MCP server enabling automated access to **LeetCode**'s programming problems, so…
B 78 55 61 100 50 81 93
2317
RohanMuppa
MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, annou…
B 78 54 63 71 N/A 75 92 91
2318
Jrigada
foundry-zksync Claim
Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era developm…
B 78 54 72 72 N/A 55 92 94
2319
themotionmachine
OmniFocus-MCP Claim 1
Let LLMs interface with your tasks and projects through the Model Context Proto…
B 78 55 88 100 N/A 42 90 52
2320
Dicklesworthstone
ultimate_mcp_server Claim 1
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-pr…
B 78 55 81 75 N/A 45 81 98
2321
CryptoAPIs-io
mcp-block-data Claim 1
MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains …
B 78 66 81 76 94 42 74 91
2322
Cosmostima
MUSTer MCP Server Claim
Enables LLM interaction with the Macau University of Science and Technology (M.…
B 78 54 90 53 N/A 47 95 100
2323
preflight-dev
preflight Claim
24-tool MCP server for Claude Code that catches vague prompts before they waste…
B 78 54 76 56 N/A 83 89 92
2324
CestcaVision
Enables saving AI conversation histories as clean, organized markdown notes wit…
B 78 54 90 61 N/A 48 92 91
2325
buildswithpaul
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with …
B 78 54 88 43 N/A 81 90 90
2326
sksk0301
notion-mcp-server Claim
B 78 54 92 62 N/A 44 95 87
2327
vinny1575
Custom version of vibecheck
B 78 55 96 53 61 81 95
2328
enderekici
Enables AI assistants to interact with Trading 212 investment accounts for port…
B 78 55 78 73 64 82 92
2329
subspace-lab
matlab-mcp-server Claim
Matlab MCP Server in python
B 78 54 86 58 N/A 54 95 92
2330
skydeckai
An MCP Server to enable global access to Rememberizer
B 78 55 85 66 N/A 53 81 97
2331
Jutop
SSH Linux Control Claim
Enables remote Linux VM management via SSH with automatic safety checks for des…
B 78 55 71 91 N/A 28 95 93
2332
danilonovaisv
n8n Workflow Builder Claim 1
Enables AI assistants to manage n8n automation workflows through natural langua…
B 78 55 94 100 48 81 50
2333
hffmnnj
Enables AI assistants to query, analyze, and resolve errors within the GlitchTi…
B 78 55 94 68 37 81 96
2334
jrandolf
par5-mcp Claim
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
B 78 55 49 100 N/A 55 95 87
2335
druellan
Fathom-Simple-MCP Claim
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
B 78 54 82 68 N/A 47 95 92
2336
administrativetrick
Enables users to search LinkedIn's public job listings with advanced filters li…
B 78 55 94 100 60 82 41
2337
hovecapital
MCP server for read-only MySQL database queries in Claude Desktop
B 78 55 63 100 N/A 73 95 54
2338
mozhaa
HNPX SDK Claim
Enables AI-guided hierarchical fiction writing through structured XML documents…
B 78 55 62 82 N/A 47 95 100
2339
MasonChow
Parse JavaScript error stack traces back to original source code using source m…
B 78 55 54 82 N/A 77 90 92
2340
dcSpark
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
B 78 55 94 47 N/A 73 80 96
2341
Pandoll-AI
Draw-it-MCP Claim
A browser-based drawing application with AI integration that enables Claude to …
B 78 54 94 50 N/A 47 95 96
2342
jeremylongshore
Waygate MCP Claim
A security-hardened, containerized MCP server framework that provides superior …
B 78 55 90 66 55 81 92
2343
zcag
Search npm packages, get live registry data, and compare alternatives. No API k…
B 78 54 76 65 N/A 58 94 96
2344
isaacwasserman
mcp-snowflake-server Claim 1
Snowflake integration implementing read and (optional) write operations as well…
B 78 55 84 63 61 80 100
2345
dushyant30suthar
endiagram-mcp Claim 1
EN Diagram — structural verification for concurrent systems. Pure math, no AI.
B 78 66 71 80 96 38 81 94
2346
shreyaskarnik
MCPet Claim 1
A nostalgic virtual pet experience for the AI age that lets you adopt, nurture,…
B 78 55 90 100 N/A 49 95 42
2347
hauptsacheNet
clickup-mcp Claim
clickup-mcp
B 78 55 72 71 76 81 91
2348
tealight-uk
U301 URL Shortener MCP Server
B 78 54 82 71 N/A 43 95 92
2349
JustAzul
web-scrapper-stdio Claim
A headless web scraping server that extracts main content from web pages into M…
B 78 55 90 65 55 82 94
2350
davidhariri
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
B 78 55 90 71 45 82 94
Showing 2301–2350 of 44526 servers
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